{"id":"W2325230155","doi":"10.1149/04514.0025ecst","title":"Modeling a Novel MEMS Gyroscope","year":2013,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Gyroscope; Multiphysics; Vibrating structure gyroscope; Microelectromechanical systems; Thermal; Rotation (mathematics); Acceleration; Mechanical engineering; Angular velocity; Aerospace engineering; Physics; Finite element method; Engineering; Mechanics; Computer science; Classical mechanics; Structural engineering; Optoelectronics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001341679,0.00008971913,0.00008186818,0.00005881223,0.00007367643,0.00002009562,0.00007711233,0.00006947496,0.0001945066],"category_scores_gemma":[0.000002673601,0.00008779168,0.00003974023,0.0001246809,0.00001718754,0.000242083,0.000001869358,0.0001706086,0.0001265547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002570401,"about_ca_system_score_gemma":0.000004252915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005307054,"about_ca_topic_score_gemma":0.00003187788,"domain_scores_codex":[0.999579,3.886326e-7,0.0001026514,0.00009163008,0.00005208569,0.0001742819],"domain_scores_gemma":[0.9997799,0.000009352037,0.00000424269,0.000151562,0.00001847988,0.00003639559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[2.61574e-7,0.00001217103,2.510132e-7,0.000007279344,0.00001170358,1.965967e-7,0.00004558603,0.5842249,0.409223,0.00005250174,0.00006447749,0.00635765],"study_design_scores_gemma":[0.0002985079,0.00001961721,0.00003086768,0.0000238234,0.00001632203,0.000009107271,0.0003283627,0.8110743,0.1791009,0.00151807,0.007293837,0.0002863738],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1799842,0.0001585604,0.816083,0.00009582737,0.0002359114,0.0001034199,0.000005352977,0.001092338,0.002241384],"genre_scores_gemma":[0.9784547,0.0001831457,0.02092648,0.0000125021,0.00002176528,0.00009572992,9.894331e-7,0.00002497374,0.0002796755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7984705,"threshold_uncertainty_score":0.358004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149242067636269,"score_gpt":0.2125142718996859,"score_spread":0.197590065136059,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}